Programming Massively Parallel Processors
副标题: A Hands-on Approach
ISBN: 9780123814722
出版社: Morgan Kaufmann
出版年: 2010
页数: 280
定价: $62.95
装帧: Paperback
内容简介
Multi-core processors are no longer the future of computing-they are the present day reality. A typical mass-produced CPU features multiple processor cores, while a GPU (Graphics Processing Unit) may have hundreds or even thousands of cores. With the rise of multi-core architectures has come the need to teach advanced programmers a new and essential skill: how to program massively parallel processors.
Programming Massively Parallel Processors: A Hands-on Approach shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Various techniques for constructing parallel programs are explored in detail. Case studies demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs.
*Describes computational thinking techniques that will enable you to think about problems in ways that are amenable to high-performance parallel computing.
*Utilizes CUDA (Compute Unified Device Architecture), NVIDIA's software development tool created specifically for massively parallel environments.
*Shows you how to achieve both high-performance and high-reliability using the CUDA programming model as well as OpenCL.